pull base content,head:wwlpublishsync,into:501d32851f61a5359d747d9967ed39301d80d775d24b2a88551cefc2e29b38a3-live

wwlpublish · web-flow · commit 9b164bc624bc · 2025-04-08T12:22:58.000+08:00
diff --git a/learn-pr/advocates/intro-ai-center-excellence/index.yml b/learn-pr/advocates/intro-ai-center-excellence/index.yml
@@ -11,9 +11,9 @@ metadata:
     - ce-advocates-ai-copilot
   ms.service: artificial-intelligence
 title: Introduction to Generative AI Center of Excellence
-summary: Overview of the purpose of a Generative AI Center of Excellence including how a center of excellence can assist with adopting generative AI, deployment, operations, and governance of generative AI applications, determining appropriate organizational roles to assist an organization with generative AI workloads, function as a hub for learning resources and skilling, and provide a knowledge base for generative AI best practices.
+summary: Overview of the purpose of a Generative AI Center of Excellence. Includes how a center of excellence can assist with adopting generative AI, deployment, operations, and governance of generative AI applications. Also how a Generative AI Center of Excellence can determine appropriate organizational roles to assist with generative AI workloads, function as a hub for learning resources and skilling, and provide a knowledge base for generative AI best practices.
 abstract: |
-  In this module you learn the purpose of a Generative AI Center of Excellence, including how a center of excellence can:
+  In this module, you learn the purpose of a Generative AI Center of Excellence, including how a center of excellence can:
   - Assist with adopting generative AI.
   - Assist with deployment, operations, and governance of generative AI applications.
   - Determine appropriate organizational roles to assist an organization with generative AI workloads
diff --git a/learn-pr/paths/az-204-develop-event-based-solutions/index.yml b/learn-pr/paths/az-204-develop-event-based-solutions/index.yml
@@ -1,17 +1,17 @@
 ### YamlMime:LearningPath
 uid: learn.wwl.az-204-develop-event-based-solutions
 metadata:
-  title: 'AZ-204: Develop event-based solutions'
-  description: 'AZ-204: Develop event-based solutions'
+  title: 'Develop event-based solutions'
+  description: 'Learn how to build applications with event-based architectures by integrating Azure Event Grid and Azure Event Hubs in to your solution.'
   ms.date: 02/09/2022
   author: wwlpublish
   ms.author: jeffko
   ms.topic: learning-path
-title: 'AZ-204: Develop event-based solutions'
+title: 'Develop event-based solutions'
 prerequisites: |
   * At least one year of experience developing scalable solutions through all phases of software development.
   * Have a base understanding of Azure and cloud concepts, services, and the Azure portal.
-  * If you are new to Azure or cloud computing it is recommended you complete the [AZ-900: Azure Fundamentals](/training/paths/az-900-describe-cloud-concepts/) course.
+  * If you're new to Azure or cloud computing, it's recommended you complete the [AZ-900: Azure Fundamentals](/training/paths/az-900-describe-cloud-concepts/) course.
 summary: |
   Learn how to build applications with event-based architectures by integrating Azure Event Grid and Azure Event Hubs in to your solution.
 iconUrl: /training/achievements/az-204-develop-event-based-solutions.svg
diff --git a/learn-pr/paths/az-204-develop-message-based-solutions/index.yml b/learn-pr/paths/az-204-develop-message-based-solutions/index.yml
@@ -1,17 +1,17 @@
 ### YamlMime:LearningPath
 uid: learn.wwl.az-204-develop-message-based-solutions
 metadata:
-  title: 'AZ-204: Develop message-based solutions'
-  description: 'AZ-204: Develop message-based solutions'
+  title: 'Develop message-based solutions'
+  description: 'Learn how to build applications with message-based architectures by integrating Azure Service Bus and Azure Queue Storage in to your solution.'
   ms.date: 12/09/2021
   author: wwlpublish
   ms.author: jeffko
   ms.topic: learning-path
-title: 'AZ-204: Develop message-based solutions'
+title: 'Develop message-based solutions'
 prerequisites: |
   * At least one year of experience developing scalable solutions through all phases of software development.
   * Have a base understanding of Azure and cloud concepts, services, and the Azure portal.
-  * If you are new to Azure or cloud computing it is recommended you complete the [AZ-900: Azure Fundamentals](/training/paths/az-900-describe-cloud-concepts/) course.
+  * If you're new to Azure or cloud computing, it's recommended you complete the [AZ-900: Azure Fundamentals](/training/paths/az-900-describe-cloud-concepts/) course.
 summary: |
   Learn how to build applications with message-based architectures by integrating Azure Service Bus and Azure Queue Storage in to your solution.
 iconUrl: /training/achievements/message-develop-solutions.svg
diff --git a/learn-pr/paths/az-204-develop-solutions-that-use-azure-cosmos-db/index.yml b/learn-pr/paths/az-204-develop-solutions-that-use-azure-cosmos-db/index.yml
@@ -1,17 +1,17 @@
 ### YamlMime:LearningPath
 uid: learn.wwl.az-204-develop-solutions-that-use-azure-cosmos-db
 metadata:
-  title: 'AZ-204: Develop solutions that use Azure Cosmos DB'
+  title: 'Develop solutions that use Azure Cosmos DB'
   description: Learn how to create Azure Cosmos DB resources with the appropriate consistency levels, and perform data operations by using the .NET SDK V3 for Azure Cosmos DB.
   ms.date: 04/25/2023
   author: wwlpublish
   ms.author: jeffko
   ms.topic: learning-path
-title: 'AZ-204: Develop solutions that use Azure Cosmos DB'
+title: 'Develop solutions that use Azure Cosmos DB'
 prerequisites: |
   *   At least one year of experience developing scalable solutions through all phases of software development.
   *   Have a base understanding of Azure and cloud concepts, services, and the Azure portal.
-  *   If you're new to Azure or cloud computing it's recommended you complete the [AZ-900: Azure Fundamentals](/training/paths/az-900-describe-cloud-concepts/) course.
+  *   If you're new to Azure or cloud computing, it's recommended you complete the [AZ-900: Azure Fundamentals](/training/paths/az-900-describe-cloud-concepts/) course.
 summary: |
   Learn how to create Azure Cosmos DB resources with the appropriate consistency levels, and perform data operations by using the .NET SDK V3 for Azure Cosmos DB.
 iconUrl: /training/achievements/az-204-develop-solutions-that-use-azure-cosmos-db.svg
diff --git a/learn-pr/paths/az-204-implement-api-management/index.yml b/learn-pr/paths/az-204-implement-api-management/index.yml
@@ -1,17 +1,17 @@
 ### YamlMime:LearningPath
 uid: learn.wwl.az-204-implement-api-management
 metadata:
-  title: 'AZ-204: Implement API Management'
-  description: 'AZ-204: Implement API Management'
+  title: 'Implement API Management'
+  description: 'Learn how the API Management service functions, how to transform and secure APIs, and how to create a backend API.'
   ms.date: 01/17/2022
   author: wwlpublish
   ms.author: jeffko
   ms.topic: learning-path
-title: 'AZ-204: Implement API Management'
+title: 'Implement API Management'
 prerequisites: |
   *   At least one year of experience developing scalable solutions through all phases of software development.
   *   Have a base understanding of Azure and cloud concepts, services, and the Azure portal.
-  *   If you are new to Azure, or cloud computing, it is recommended you complete the [AZ-900: Azure Fundamentals](/training/paths/az-900-describe-cloud-concepts/) course.
+  *   If you're new to Azure, or cloud computing, it's recommended you complete the [AZ-900: Azure Fundamentals](/training/paths/az-900-describe-cloud-concepts/) course.
 summary: |
   Learn how the API Management service functions, how to transform and secure APIs, and how to create a backend API.
 iconUrl: /training/achievements/az-204-implement-api-management.svg
diff --git a/learn-pr/paths/az-204-implement-authentication-authorization/index.yml b/learn-pr/paths/az-204-implement-authentication-authorization/index.yml
@@ -1,17 +1,17 @@
 ### YamlMime:LearningPath
 uid: learn.wwl.az-204-implement-authentication-authorization
 metadata:
-  title: 'AZ-204: Implement user authentication and authorization'
-  description: 'AZ-204: Implement user authentication and authorization'
+  title: 'Implement user authentication and authorization'
+  description: 'Learn how to implement authentication and authorization to resources by using the Microsoft identity platform, Microsoft Authentication Library, shared access signatures, and use Microsoft Graph.'
   ms.date: 12/09/2021
   author: wwlpublish
   ms.author: jeffko
   ms.topic: learning-path
-title: 'AZ-204: Implement user authentication and authorization'
+title: 'Implement user authentication and authorization'
 prerequisites: |
   * At least one year of experience developing scalable solutions through all phases of software development.
   * Have a base understanding of Azure and cloud concepts, services, and the Azure portal.
-  * If you are new to Azure or cloud computing it is recommended you complete the [AZ-900: Azure Fundamentals](/training/paths/az-900-describe-cloud-concepts/) course.
+  * If you're new to Azure or cloud computing, it's recommended you complete the [AZ-900: Azure Fundamentals](/training/paths/az-900-describe-cloud-concepts/) course.
 summary: |
   Learn how to implement authentication and authorization to resources by using the Microsoft identity platform, Microsoft Authentication Library, shared access signatures, and use Microsoft Graph.
 iconUrl: /training/achievements/authentication-authorization.svg
diff --git a/learn-pr/paths/az-204-implement-iaas-solutions/index.yml b/learn-pr/paths/az-204-implement-iaas-solutions/index.yml
@@ -1,17 +1,17 @@
 ### YamlMime:LearningPath
 uid: learn.wwl.az-204-implement-iaas-solutions
 metadata:
-  title: 'AZ-204: Implement containerized solutions'
-  description: Learn how to create and deploy virtual machine, deploy resources using Azure Resource Manager templates, and manage and deploy containers.
+  title: 'Implement containerized solutions'
+  description: Learn how to create and deploy containerized solutions to Azure by using the Azure Container Registry, Azure Container Instances, and Azure Container Apps.
   ms.date: 02/06/2024
   author: wwlpublish
   ms.author: jeffko
   ms.topic: learning-path
-title: 'AZ-204: Implement containerized solutions'
+title: 'Implement containerized solutions'
 prerequisites: |
   *   At least one year of experience developing scalable solutions through all phases of software development.
   *   Have a base understanding of Azure and cloud concepts, services, and the Azure portal.
-  *   If you are new to Azure, or cloud computing, it is recommended you complete the [AZ-900: Azure Fundamentals](/training/paths/az-900-describe-cloud-concepts/) course.
+  *   If you're new to Azure, or cloud computing, it's recommended you complete the [AZ-900: Azure Fundamentals](/training/paths/az-900-describe-cloud-concepts/) course.
 summary: |
   Learn how to create and deploy containerized solutions to Azure by using the Azure Container Registry, Azure Container Instances, and Azure Container Apps.
 iconUrl: /training/achievements/iaas-implement-solutions.svg
diff --git a/learn-pr/paths/az-204-implement-secure-cloud-solutions/index.yml b/learn-pr/paths/az-204-implement-secure-cloud-solutions/index.yml
@@ -1,17 +1,17 @@
 ### YamlMime:LearningPath
 uid: learn.wwl.az-204-implement-secure-cloud-solutions
 metadata:
-  title: 'AZ-204: Implement secure Azure solutions'
+  title: 'Implement secure Azure solutions'
   description: Learn how to more securely deploy apps in Azure by using Azure Key Vault, managed identities, and Azure App Configuration.
   ms.date: 04/26/2023
   author: wwlpublish
   ms.author: jeffko
   ms.topic: learning-path
-title: 'AZ-204: Implement secure Azure solutions'
+title: 'Implement secure Azure solutions'
 prerequisites: |
   *   At least one year of experience developing scalable solutions through all phases of software development.
   *   Have a base understanding of Azure and cloud concepts, services, and the Azure portal.
-  *   If you are new to Azure, or cloud computing, it's recommended you complete the [AZ-900: Azure Fundamentals](/training/paths/az-900-describe-cloud-concepts/) course.
+  *   If you're new to Azure, or cloud computing, it's recommended you complete the [AZ-900: Azure Fundamentals](/training/paths/az-900-describe-cloud-concepts/) course.
 summary: |
   Learn how to more securely deploy apps in Azure by using Azure Key Vault, managed identities, and Azure App Configuration.
 iconUrl: /training/achievements/cloud-solutions-implement.svg
diff --git a/learn-pr/paths/az-204-instrument-solutions-support-monitoring-logging/index.yml b/learn-pr/paths/az-204-instrument-solutions-support-monitoring-logging/index.yml
@@ -1,17 +1,17 @@
 ### YamlMime:LearningPath
 uid: learn.wwl.az-204-instrument-solutions-to-support-monitoring-logging
 metadata:
-  title: 'AZ-204: Troubleshoot solutions by using Application Insights'
+  title: 'Troubleshoot solutions by using Application Insights'
   description: Learn how to instrument apps to enable Application Insights to monitor performance and help troubleshoot issues.
   ms.date: 04/25/2023
   author: wwlpublish
   ms.author: jeffko
   ms.topic: learning-path
-title: 'AZ-204: Troubleshoot solutions by using Application Insights'
+title: 'Troubleshoot solutions by using Application Insights'
 prerequisites: |
   *   At least one year of experience developing scalable solutions through all phases of software development.
   *   Have a base understanding of Azure and cloud concepts, services, and the Azure portal.
-  *   If you're new to Azure or cloud computing it's recommended you complete the [AZ-900: Azure Fundamentals](/training/paths/az-900-describe-cloud-concepts/) course.
+  *   If you're new to Azure or cloud computing, it's recommended you complete the [AZ-900: Azure Fundamentals](/training/paths/az-900-describe-cloud-concepts/) course.
 summary: |
   Learn how to instrument apps to enable Application Insights to monitor performance and help troubleshoot issues.
 iconUrl: /training/achievements/monitoring-instrument-solutions.svg
diff --git a/learn-pr/paths/create-azure-app-service-web-apps/index.yml b/learn-pr/paths/create-azure-app-service-web-apps/index.yml
@@ -1,17 +1,17 @@
 ### YamlMime:LearningPath
 uid: learn.wwl.create-azure-app-service-web-apps
 metadata:
-  title: 'AZ-204: Implement Azure App Service web apps'
+  title: 'Implement Azure App Service web apps'
   description: Learn how Azure App Service functions and how to create and update an app. Explore App Service authentication and authorization, configuring app settings, scale apps, and how to use deployment slots.
   ms.date: 04/25/2023
   author: wwlpublish
   ms.author: jeffko
   ms.topic: learning-path
-title: 'AZ-204: Implement Azure App Service web apps'
+title: 'Implement Azure App Service web apps'
 prerequisites: |
   *   At least one year of experience developing scalable solutions through all phases of software development.
   *   Have a base understanding of Azure and cloud concepts, services, and the Azure portal.
-  *   If you're new to Azure or cloud computing it's recommended you complete the [AZ-900: Azure Fundamentals](/training/paths/az-900-describe-cloud-concepts/) course.
+  *   If you're new to Azure or cloud computing, it's recommended you complete the [AZ-900: Azure Fundamentals](/training/paths/az-900-describe-cloud-concepts/) course.
 summary: |
   Learn how Azure App Service functions and how to create and update an app. Explore App Service authentication and authorization, configuring app settings, scale apps, and how to use deployment slots.
 iconUrl: /training/achievements/azure-app-service-create-web-apps.svg
diff --git a/learn-pr/paths/develop-solutions-that-use-blob-storage/index.yml b/learn-pr/paths/develop-solutions-that-use-blob-storage/index.yml
@@ -1,17 +1,17 @@
 ### YamlMime:LearningPath
 uid: learn.wwl.develop-solutions-that-use-blob-storage
 metadata:
-  title: 'AZ-204: Develop solutions that use Blob storage'
-  description: 'AZ-204: Develop solutions that use Blob storage'
+  title: 'Develop solutions that use Blob storage'
+  description: 'Learn how to create Azure Blob storage resources, manage data through the blob storage lifecycle, and work with containers and items by using the Azure Blob storage client library V12 for .NET.'
   ms.date: 12/07/2021
   author: wwlpublish
   ms.author: jeffko
   ms.topic: learning-path
-title: 'AZ-204: Develop solutions that use Blob storage'
+title: 'Develop solutions that use Blob storage'
 prerequisites: |
   * At least one year of experience developing scalable solutions through all phases of software development.
   * Have a base understanding of Azure and cloud concepts, services, and the Azure portal.
-  * If you are new to Azure or cloud computing it is recommended you complete the [AZ-900: Azure Fundamentals](/training/paths/az-900-describe-cloud-concepts/) course.
+  * If you're new to Azure or cloud computing, it's recommended you complete the [AZ-900: Azure Fundamentals](/training/paths/az-900-describe-cloud-concepts/) course.
 summary: |
   Learn how to create Azure Blob storage resources, manage data through the blob storage lifecycle, and work with containers and items by using the Azure Blob storage client library V12 for .NET.
 iconUrl: /training/achievements/develop-solutions-that-use-blob-storage.svg
diff --git a/learn-pr/paths/implement-azure-functions/index.yml b/learn-pr/paths/implement-azure-functions/index.yml
@@ -1,17 +1,17 @@
 ### YamlMime:LearningPath
 uid: learn.wwl.implement-azure-functions
 metadata:
-  title: 'AZ-204: Implement Azure Functions'
+  title: 'Implement Azure Functions'
   description: Learn how to create and deploy Azure Functions. Explore hosting options, bindings, and triggers.
   ms.date: 05/05/2023
   author: wwlpublish
   ms.author: jeffko
   ms.topic: learning-path
-title: 'AZ-204: Implement Azure Functions'
+title: 'Implement Azure Functions'
 prerequisites: |
   * At least one year of experience developing scalable solutions through all phases of software development.
   * Have a base understanding of Azure and cloud concepts, services, and the Azure portal.
-  * If you are new to Azure or cloud computing it's recommended you complete the [AZ-900: Azure Fundamentals](/training/paths/az-900-describe-cloud-concepts/) course.
+  * If you're new to Azure or cloud computing it's recommended you complete the [AZ-900: Azure Fundamentals](/training/paths/az-900-describe-cloud-concepts/) course.
 summary: |
   Learn how to create and deploy Azure Functions. Explore hosting options, bindings, and triggers.
 iconUrl: /training/achievements/az-204-implement-azure-functions.svg
diff --git a/learn-pr/wwl-data-ai/get-started-data-concepts/includes/4-derive-data.md b/learn-pr/wwl-data-ai/get-started-data-concepts/includes/4-derive-data.md
@@ -8,4 +8,4 @@ Values with a column can also be altered to make the data consistent and easier
 
 In this video, you'll see how a new column is added to a dataset using the current data. Then you'll learn how to add summary data by aggregating the values in the new column:
 
-> [!VIDEO https://www.microsoft.com/videoplayer/embed/RE4TYJ9]
+> [!VIDEO c35e9faa-3dd5-4b35-916f-af95420b82a7]
diff --git a/learn-pr/wwl-data-ai/use-ai-everyday-tasks/1-introduction.yml b/learn-pr/wwl-data-ai/use-ai-everyday-tasks/1-introduction.yml
@@ -4,7 +4,7 @@ title: Introduction
 metadata:
   title: Introduction
   description: "Introduction"
-  ms.date: 03/17/2025
+  ms.date: 04/07/2025
   author: wwlpublish
   ms.author: rcaper
   ms.topic: unit
diff --git a/learn-pr/wwl-data-ai/use-ai-everyday-tasks/2-what-is-ai.yml b/learn-pr/wwl-data-ai/use-ai-everyday-tasks/2-what-is-ai.yml
@@ -4,7 +4,7 @@ title: What is AI?
 metadata:
   title: What is AI?
   description: "What is AI?"
-  ms.date: 03/17/2025
+  ms.date: 04/07/2025
   author: wwlpublish
   ms.author: rcaper
   ms.topic: unit
diff --git a/learn-pr/wwl-data-ai/use-ai-everyday-tasks/3-explore-prompting.yml b/learn-pr/wwl-data-ai/use-ai-everyday-tasks/3-explore-prompting.yml
@@ -4,7 +4,7 @@ title: Explore prompting
 metadata:
   title: Explore prompting
   description: "Explore prompting"
-  ms.date: 03/17/2025
+  ms.date: 04/07/2025
   author: wwlpublish
   ms.author: rcaper
   ms.topic: unit
diff --git a/learn-pr/wwl-data-ai/use-ai-everyday-tasks/4-discover-ai-personal-life.yml b/learn-pr/wwl-data-ai/use-ai-everyday-tasks/4-discover-ai-personal-life.yml
@@ -4,7 +4,7 @@ title: 'Discover ways to use AI in your personal life '
 metadata:
   title: Discover ways to use AI in your personal life
   description: "Discover ways to use AI in your personal life"
-  ms.date: 03/17/2025
+  ms.date: 04/07/2025
   author: wwlpublish
   ms.author: rcaper
   ms.topic: unit
diff --git a/learn-pr/wwl-data-ai/use-ai-everyday-tasks/5-discover-ai-work.yml b/learn-pr/wwl-data-ai/use-ai-everyday-tasks/5-discover-ai-work.yml
@@ -4,7 +4,7 @@ title: Discover ways to use AI at work
 metadata:
   title: Discover ways to use AI at work
   description: "Discover ways to use AI at work"
-  ms.date: 03/17/2025
+  ms.date: 04/07/2025
   author: wwlpublish
   ms.author: rcaper
   ms.topic: unit
diff --git a/learn-pr/wwl-data-ai/use-ai-everyday-tasks/6-exercise-personalize-refine-prompts.yml b/learn-pr/wwl-data-ai/use-ai-everyday-tasks/6-exercise-personalize-refine-prompts.yml
@@ -4,7 +4,7 @@ title: 'Exercise: Personalize and refine prompts'
 metadata:
   title: 'Exercise: Personalize and refine prompts'
   description: "Exercise: Personalize and refine prompts"
-  ms.date: 03/17/2025
+  ms.date: 04/07/2025
   author: wwlpublish
   ms.author: rcaper
   ms.topic: unit
diff --git a/learn-pr/wwl-data-ai/use-ai-everyday-tasks/7-knowledge-check.yml b/learn-pr/wwl-data-ai/use-ai-everyday-tasks/7-knowledge-check.yml
@@ -1,10 +1,10 @@
 ### YamlMime:ModuleUnit
 uid: learn.wwl.use-ai-everyday-tasks.knowledge-check
-title: Module assessment
+title: Knowledge check
 metadata:
-  title: Module assessment
+  title: Knowledge check
   description: "Knowledge check"
-  ms.date: 03/17/2025
+  ms.date: 04/07/2025
   author: wwlpublish
   ms.author: rcaper
   ms.topic: unit
diff --git a/learn-pr/wwl-data-ai/use-ai-everyday-tasks/8-summary.yml b/learn-pr/wwl-data-ai/use-ai-everyday-tasks/8-summary.yml
@@ -4,7 +4,7 @@ title: Summary
 metadata:
   title: Summary
   description: "Summary"
-  ms.date: 03/17/2025
+  ms.date: 04/07/2025
   author: wwlpublish
   ms.author: rcaper
   ms.topic: unit
diff --git a/learn-pr/wwl-data-ai/use-ai-everyday-tasks/includes/6-exercise-personalize-refine-prompts.md b/learn-pr/wwl-data-ai/use-ai-everyday-tasks/includes/6-exercise-personalize-refine-prompts.md
diff --git a/learn-pr/wwl-data-ai/use-ai-everyday-tasks/index.yml b/learn-pr/wwl-data-ai/use-ai-everyday-tasks/index.yml
diff --git a/learn-pr/wwl-data-ai/use-ai-everyday-tasks/media/05-copilot-book-prompt-bracketed.jpg b/learn-pr/wwl-data-ai/use-ai-everyday-tasks/media/05-copilot-book-prompt-bracketed.jpg
diff --git a/learn-pr/wwl-data-ai/use-ai-everyday-tasks/media/05-copilot-book-prompt-results.jpg b/learn-pr/wwl-data-ai/use-ai-everyday-tasks/media/05-copilot-book-prompt-results.jpg
diff --git a/learn-pr/wwl-data-ai/use-ai-everyday-tasks/media/05-copilot-submit.jpg b/learn-pr/wwl-data-ai/use-ai-everyday-tasks/media/05-copilot-submit.jpg
diff --git a/learn-pr/wwl-data-ai/use-ai-everyday-tasks/media/05-think-deeper-activate.jpg b/learn-pr/wwl-data-ai/use-ai-everyday-tasks/media/05-think-deeper-activate.jpg
diff --git a/learn-pr/wwl-data-ai/use-ai-everyday-tasks/media/05-think-deeper-submit.jpg b/learn-pr/wwl-data-ai/use-ai-everyday-tasks/media/05-think-deeper-submit.jpg
